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Anthropic Claude Certified Architect - Professional Sample Questions:

1. You are supporting an engineer whose newly added MCP server does not appear in their Claude Code session.
Which diagnostic step should be tried first?

A) Disable every MCP server in the configuration to isolate the issue, removing all tool access rather than confirming whether the new server is registered.
B) Verify the MCP server is registered using the listing command, then reconnect the session if needed, since configuration changes typically require a restart to take effect.
C) Reinstall the developer's operating system from scratch, discarding all local configuration and tool state before attempting any targeted diagnostic steps.
D) Switch the team to a different Claude product family unrelated to the existing workflow, abandoning the current configuration rather than diagnosing the registration issue.

2. You are preparing an operational runbook for a Claude-based service.
Which content is essential to include in the runbook?

A) Dashboard and log references only, without alert definitions, triage steps, escalation paths, or rollback procedures for the on-call engineer to act on.
B) Common alerts and their triage steps, escalation paths, rollback procedures, and references to the relevant dashboards and logs.
C) Alert definitions and triage steps only, without escalation paths, rollback procedures, or references to dashboards and logs for on-call use.
D) Escalation paths and rollback procedures only, without alert definitions, triage steps, or dashboard references to guide initial incident response.

3. You are building an evaluation pipeline for a Claude-based deployment and must complete the specification steps before running the deployment against the dataset.
Which two steps must be completed BEFORE running the deployment against the evaluation dataset? (Select two.) Each correct answer presents part of the solution.

A) Score the deployment outputs against the reference labels and aggregate the metrics.
B) Curate and label the evaluation dataset to match the defined slices.
C) Review failure cases with subject matter experts to refine the scoring rubric.
D) Define the metrics and slices the framework will report across representative, edge, and adversarial cases.
E) Publish the aggregated metrics to a dashboard and gate releases on threshold checks.

4. An operations engineer reports that a Claude-based pipeline began returning malformed JSON responses after a scheduled maintenance window, causing downstream processing failures.
Which two investigative steps most directly isolate the root cause? (Select two.)

A) Replay a set of premaintenance requests against the current configuration and inspect the raw model output before downstream parsing.
B) Switch to a different Claude model tier to rule out provider-side changes as a contributing factor.
C) Clear the prompt cache and resubmit all pending requests to eliminate stale cached prefixes.
D) Compare the current system prompt and output schema configuration against the last known good version from before the maintenance window.
E) Increase the max_tokens limit to determine whether output truncation is causing incomplete JSON structures.

5. You are assessing a Claude-based system whose dominant risk is silent quality drift on safety-relevant outputs after a model-version upgrade.
Which assessment activity most directly addresses this risk?

A) Rotate adversarial inputs randomly so no two upgrades are scored on the same set.
B) Disable adversarial evaluation entirely during model-version upgrade cycles to reduce evaluation cost, accepting that safety drift will go undetected until it appears in production.
C) Maintain an adversarial evaluation set with version-attributed scoring so each upgrade is measured against the same set before promotion.
D) Skip evaluation on each model-version upgrade and rely on user-submitted complaints to surface safety drift after the upgraded model has already served production traffic.

Solutions: